In the
mathematical
Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
field of
enumerative combinatorics
Enumerative combinatorics is an area of combinatorics that deals with the number of ways that certain patterns can be formed. Two examples of this type of problem are counting combinations and counting permutations. More generally, given an infin ...
,
identities are sometimes established by arguments that rely on singling out one "distinguished element" of a set.
Definition
Let
be a
family of subsets of the set
and let
be a distinguished element of set
. Then suppose there is a
predicate
Predicate or predication may refer to:
* Predicate (grammar), in linguistics
* Predication (philosophy)
* several closely related uses in mathematics and formal logic:
**Predicate (mathematical logic)
**Propositional function
**Finitary relation, o ...
that relates a subset
to
. Denote
to be the set of subsets
from
for which
is true and
to be the set of subsets
from
for which
is false, Then
and
are disjoint sets, so by the method of summation, the cardinalities are additive
:
Thus the distinguished element allows for a decomposition according to a predicate that is a simple form of a
divide and conquer algorithm
In computer science, divide and conquer is an algorithm design paradigm. A divide-and-conquer algorithm recursively breaks down a problem into two or more sub-problems of the same or related type, until these become simple enough to be solved dire ...
. In combinatorics, this allows for the construction of
recurrence relation
In mathematics, a recurrence relation is an equation according to which the nth term of a sequence of numbers is equal to some combination of the previous terms. Often, only k previous terms of the sequence appear in the equation, for a parameter ...
s. Examples are in the next section.
Examples
* The
binomial coefficient
In mathematics, the binomial coefficients are the positive integers that occur as coefficients in the binomial theorem. Commonly, a binomial coefficient is indexed by a pair of integers and is written \tbinom. It is the coefficient of the t ...
is the number of size-''k'' subsets of a size-''n'' set. A basic identity—one of whose consequences is that the binomial coefficients are precisely the numbers appearing in
Pascal's triangle
In mathematics, Pascal's triangle is a triangular array of the binomial coefficients that arises in probability theory, combinatorics, and algebra. In much of the Western world, it is named after the French mathematician Blaise Pascal, although ot ...
—states that:
::
:Proof: In a size-(''n'' + 1) set, choose one distinguished element. The set of all size-''k'' subsets contains: (1) all size-''k'' subsets that ''do'' contain the distinguished element, and (2) all size-''k'' subsets that ''do not'' contain the distinguished element. If a size-''k'' subset of a size-(''n'' + 1) set ''does'' contain the distinguished element, then its other ''k'' − 1 elements are chosen from among the other ''n'' elements of our size-(''n'' + 1) set. The number of ways to choose those is therefore
. If a size-''k'' subset ''does not'' contain the distinguished element, then all of its ''k'' members are chosen from among the other ''n'' "non-distinguished" elements. The number of ways to choose those is therefore
.
*The number of subsets of any size-''n'' set is 2
''n''.
:Proof: We use
mathematical induction
Mathematical induction is a method for proving that a statement ''P''(''n'') is true for every natural number ''n'', that is, that the infinitely many cases ''P''(0), ''P''(1), ''P''(2), ''P''(3), ... all hold. Informal metaphors help ...
. The basis for induction is the truth of this proposition in case ''n'' = 0. The
empty set
In mathematics, the empty set is the unique set having no elements; its size or cardinality (count of elements in a set) is zero. Some axiomatic set theories ensure that the empty set exists by including an axiom of empty set, while in other ...
has 0 members and 1 subset, and 2
0 = 1. The induction hypothesis is the proposition in case ''n''; we use it to prove case ''n'' + 1. In a size-(''n'' + 1) set, choose a distinguished element. Each subset either contains the distinguished element or does not. If a subset contains the distinguished element, then its remaining elements are chosen from among the other ''n'' elements. By the induction hypothesis, the number of ways to do that is 2
''n''. If a subset does not contain the distinguished element, then it is a subset of the set of all non-distinguished elements. By the induction hypothesis, the number of such subsets is 2
''n''. Finally, the whole list of subsets of our size-(''n'' + 1) set contains 2
''n'' + 2
''n'' = 2
''n''+1 elements.
* Let ''B''
''n'' be the ''n''th
Bell number
In combinatorial mathematics, the Bell numbers count the possible partitions of a set. These numbers have been studied by mathematicians since the 19th century, and their roots go back to medieval Japan. In an example of Stigler's law of eponymy ...
, i.e., the number of
partitions of a set
Partition may refer to:
Computing Hardware
* Disk partitioning, the division of a hard disk drive
* Memory partition, a subdivision of a computer's memory, usually for use by a single job
Software
* Partition (database), the division of a ...
of ''n'' members. Let ''C''
''n'' be the total number of "parts" (or "blocks", as combinatorialists often call them) among all partitions of that set. For example, the partitions of the size-3 set may be written thus:
::
:We see 5 partitions, containing 10 blocks, so ''B''
3 = 5 and ''C''
3 = 10. An identity states:
::
:Proof: In a size-(''n'' + 1) set, choose a distinguished element. In each partition of our size-(''n'' + 1) set, either the distinguished element is a "singleton", i.e., the set containing ''only'' the distinguished element is one of the blocks, or the distinguished element belongs to a larger block. If the distinguished element is a singleton, then deletion of the distinguished element leaves a partition of the set containing the ''n'' non-distinguished elements. There are ''B''
''n'' ways to do that. If the distinguished element belongs to a larger block, then its deletion leaves a block in a partition of the set containing the ''n'' non-distinguished elements. There are ''C''
''n'' such blocks.
See also
*
Combinatorial principles In proving results in combinatorics several useful combinatorial rules or combinatorial principles are commonly recognized and used.
The rule of sum, rule of product, and inclusion–exclusion principle are often used for enumerative purposes. Bij ...
*
Combinatorial proof In mathematics, the term ''combinatorial proof'' is often used to mean either of two types of mathematical proof:
* A proof by double counting. A combinatorial identity is proven by counting the number of elements of some carefully chosen set in t ...
References
{{DEFAULTSORT:Method Of Distinguished Element
Combinatorics
Mathematical principles